The weight of the empty house settled on Jasper's shoulders. The scent of her perfume lingered in the air, a constant reminder of her absence. The silence was suffocating, broken only by the hum of the refrigerator. He felt like a ship adrift at sea.

He was going through her belongings, trying to find some sense of her, when he came across a small, worn diary. The title, scrawled on the front in a silver pen, read: "My Wish List." He hesitated before opening it.

Amongst the pages filled with travel destinations and personal ambitions, he found an entry that stopped him cold: "Plant a rose garden with Jasper." He swallowed, a sudden tightness constricting his throat. He had been so self-absorbed lately. He hadn't noticed that the empty space in her life had once been filled with him.

Emotion: lonely

Cluster: Sadness / Despair
PC1 (Valence): -1.32 Negative
PC2 (Disposition): -1.29

Role in Research

This story is one of 1,000 stories generated for the emotion lonely. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 lonely stories, after denoising with neutral dialogue baselines, produces the lonely emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the lonely vector is projected through the unembedding matrix.

Promoted:
S0.416
loneliness0.375
孤独0.362
solitude0.351
lonely0.344
Suppressed:
de-0.450
l-0.360
/-0.272
👏-0.262
B-0.241